Effective Straggler Mitigation: Attack of the Clones, USENIX NSDI 2013, pp.185-198, 2013. ,
Reining in the Outliers in MapReduce Clusters Using Mantri, USENIX OSDI 2010, pp.1-16, 2010. ,
Improving MapReduce Performance Using Smart Speculative Execution Strategy, IEEE Transactions on Computers, vol.63, issue.4, pp.29-42, 2014. ,
DOI : 10.1109/TC.2013.15
MapReduce, Communications of the ACM, vol.51, issue.1, pp.107-113, 2008. ,
DOI : 10.1145/1327452.1327492
Maestro: Replica-Aware Map Scheduling for MapReduce, 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012), pp.435-442, 2012. ,
DOI : 10.1109/CCGrid.2012.122
URL : https://hal.archives-ouvertes.fr/hal-00670813
LEEN: Locality/Fairness-Aware Key Partitioning for MapReduce in the Cloud, 2010 IEEE Second International Conference on Cloud Computing Technology and Science, pp.17-24, 2010. ,
DOI : 10.1109/CloudCom.2010.25
Governing energy consumption in Hadoop through CPU frequency scaling: An analysis, Future Generation Computer Systems, vol.54, pp.219-232, 2016. ,
DOI : 10.1016/j.future.2015.01.005
URL : https://hal.archives-ouvertes.fr/hal-01166252
Grid'5000: A Large Scale And Highly Reconfigurable Experimental Grid Testbed, The International Journal of High Performance Computing Applications, vol.20, issue.4, pp.481-494, 2006. ,
The MapReduce Programming Model and Implementations. Cloud Computing: Principles and Paradigms, pp.373-390, 2011. ,
DOI : 10.1002/9780470940105.ch14
Heterogeneity-aware Resource Allocation and Scheduling in the Cloud, pp.4-4, 2011. ,
On the energy (in)efficiency of Hadoop clusters, ACM SIGOPS Operating Systems Review, vol.44, issue.1, pp.61-65, 2010. ,
DOI : 10.1145/1740390.1740405
On Understanding the Energy Impact of Speculative Execution in Hadoop, 2015 IEEE International Conference on Data Science and Data Intensive Systems, pp.396-403, 2015. ,
DOI : 10.1109/DSDIS.2015.45
URL : https://hal.archives-ouvertes.fr/hal-01238055
Power-Demand Routing in Massive Geo-Distributed Systems, p.MIT, 2010. ,
Hadoop's adolescence, Proceedings of the VLDB Endowment, vol.6, issue.10, pp.853-864, 2013. ,
DOI : 10.14778/2536206.2536213
Hopper: Decentralized Speculation-aware Cluster Scheduling at Scale, ACM SIGCOMM 2015, pp.379-392, 2015. ,
DOI : 10.1145/2825236.2825254
Puma: Purdue MapReduce Benchmarks Suite, 2012. ,
Resource Optimization for Speculative Execution in a MapReduce Cluster, IEEE ICNP 2013, pp.1-3, 2013. ,
Task-Cloning Algorithms in a MapReduce Cluster with Competitive Performance Bounds, 2015 IEEE 35th International Conference on Distributed Computing Systems, pp.339-348, 2015. ,
DOI : 10.1109/ICDCS.2015.42
Delay scheduling, Proceedings of the 5th European conference on Computer systems, EuroSys '10, pp.265-278, 2010. ,
DOI : 10.1145/1755913.1755940
Improving MapReduce Performance in Heterogeneous Environments, USENIX OSDI, pp.29-42, 2008. ,
A Declarative Optimization Engine for Resource Provisioning of Scientific Workflows in Geo-Distributed Clouds, ACM HPDC 2015, pp.223-234, 2015. ,
DOI : 10.1109/TPDS.2016.2599529
Monetary Cost Optimizations for Hosting Workflow-as-a-Service in IaaS Clouds, IEEE Transactions on Cloud Computing, vol.4, issue.1, pp.34-48, 2016. ,
DOI : 10.1109/TCC.2015.2404807